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- AmarFramework type Workflow assertion.
- AmarFramework label "Adaptive Multi-Aspect Retrieval-augmented over KGs (AMAR) framework" assertion.
- AmarFramework comment "AMAR enhances LLMs' reasoning and factual output for KGQA by adaptively retrieving multi-aspect knowledge (entities, relations, subgraphs) from KGs, processing it through self-alignment and relevance gating modules, and converting it into prompt embeddings for the LLM during inference. This specifically aims to improve the LLM's ability to answer complex questions by providing accurate and filtered external knowledge at inference time, addressing hallucination and outdated knowledge issues." assertion.
- AmarFramework subject KGEnhancedLLMInference assertion.
- AmarFramework hasTopCategory KGEnhancedLLM assertion.